Overview

Dataset info

Number of variables26
Number of observations205
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory136.4 KiB
Average record size in memory681.2 B

Variables types

NUM17
CAT9

Reproduction info

Date of analysis2020-03-08 12:33:20.894666
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

symboling has 67 (32.7%) zeros Zeros
highwaympg is highly correlated with citympgHigh Correlation
citympg is highly correlated with highwaympgHigh Correlation
fueltype is highly correlated with fuelsystemHigh Correlation
fuelsystem is highly correlated with fueltypeHigh Correlation

Variables

aspiration
Categorical

Distinct count2
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
std
168
turbo
37
ValueCountFrequency (%) 
std 168 82.0%
 
turbo 37 18.0%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length5
Mean length3.36097561
Min length3
Scatter

boreratio
Real number (ℝ≥0)

Distinct count38
Unique (%)18.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.329756098
Minimum2.54
Maximum3.94
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum2.54
5-th percentile2.97
Q13.15
median3.31
Q33.58
95-th percentile3.78
Maximum3.94
Range1.4
Interquartile range (IQR)0.43

Descriptive statistics

Standard deviation0.2708437054
Coefficient of variation (CV)0.08134040377
Kurtosis-0.7850418332
Mean3.329756098
Median Absolute Deviation (MAD)0.2311671624
Skewness0.0201564181
Sum682.6
Variance0.07335631277
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[2.54 2.945 3.065 3.14 3.215 3.615 3.625 3.77 3.79 3.94 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.62 23 11.2%
 
3.19 20 9.8%
 
3.15 15 7.3%
 
2.97 12 5.9%
 
3.03 12 5.9%
 
3.46 9 4.4%
 
3.78 8 3.9%
 
3.43 8 3.9%
 
3.31 8 3.9%
 
3.27 7 3.4%
 
Other values (28) 83 40.5%
 
ValueCountFrequency (%) 
2.54 1 0.5%
 
2.68 1 0.5%
 
2.91 7 3.4%
 
2.92 1 0.5%
 
2.97 12 5.9%
 
ValueCountFrequency (%) 
3.94 2 1.0%
 
3.8 2 1.0%
 
3.78 8 3.9%
 
3.76 1 0.5%
 
3.74 3 1.5%
 

car_ID
Real number (ℝ≥0)

UNIQUE
Distinct count205
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean103
Minimum1
Maximum205
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile11.2
Q152
median103
Q3154
95-th percentile194.8
Maximum205
Range204
Interquartile range (IQR)102

Descriptive statistics

Standard deviation59.32256457
Coefficient of variation (CV)0.5759472288
Kurtosis-1.2
Mean103
Median Absolute Deviation (MAD)51.24878049
Skewness0
Sum21115
Variance3519.166667
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 205.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
205 1 0.5%
 
64 1 0.5%
 
74 1 0.5%
 
73 1 0.5%
 
72 1 0.5%
 
71 1 0.5%
 
70 1 0.5%
 
69 1 0.5%
 
68 1 0.5%
 
67 1 0.5%
 
Other values (195) 195 95.1%
 
ValueCountFrequency (%) 
1 1 0.5%
 
2 1 0.5%
 
3 1 0.5%
 
4 1 0.5%
 
5 1 0.5%
 
ValueCountFrequency (%) 
205 1 0.5%
 
204 1 0.5%
 
203 1 0.5%
 
202 1 0.5%
 
201 1 0.5%
 

carbody
Categorical

Distinct count5
Unique (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
sedan
96
hatchback
70
wagon
25
hardtop
 
8
convertible
 
6
ValueCountFrequency (%) 
sedan 96 46.8%
 
hatchback 70 34.1%
 
wagon 25 12.2%
 
hardtop 8 3.9%
 
convertible 6 2.9%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length11
Mean length6.619512195
Min length5
Scatter

carheight
Real number (ℝ≥0)

Distinct count49
Unique (%)23.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.72487805
Minimum47.8
Maximum59.8
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum47.8
5-th percentile49.7
Q152
median54.1
Q355.5
95-th percentile57.5
Maximum59.8
Range12
Interquartile range (IQR)3.5

Descriptive statistics

Standard deviation2.44352197
Coefficient of variation (CV)0.04548213153
Kurtosis-0.4438123651
Mean53.72487805
Median Absolute Deviation (MAD)2.015005354
Skewness0.06312273247
Sum11013.6
Variance5.970799617
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[47.8 49.5 50.55 50.9 51.5 56.25 59.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
50.8 14 6.8%
 
52 12 5.9%
 
55.7 12 5.9%
 
54.5 10 4.9%
 
54.1 10 4.9%
 
55.5 9 4.4%
 
56.7 8 3.9%
 
54.3 8 3.9%
 
51.6 7 3.4%
 
56.1 7 3.4%
 
Other values (39) 108 52.7%
 
ValueCountFrequency (%) 
47.8 1 0.5%
 
48.8 2 1.0%
 
49.4 2 1.0%
 
49.6 4 2.0%
 
49.7 3 1.5%
 
ValueCountFrequency (%) 
59.8 2 1.0%
 
59.1 3 1.5%
 
58.7 4 2.0%
 
58.3 1 0.5%
 
57.5 3 1.5%
 

carlength
Real number (ℝ≥0)

Distinct count75
Unique (%)36.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean174.0492683
Minimum141.1
Maximum208.1
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum141.1
5-th percentile157.14
Q1166.3
median173.2
Q3183.1
95-th percentile196.36
Maximum208.1
Range67
Interquartile range (IQR)16.8

Descriptive statistics

Standard deviation12.33728853
Coefficient of variation (CV)0.0708838862
Kurtosis-0.08289485345
Mean174.0492683
Median Absolute Deviation (MAD)9.594322427
Skewness0.1559537713
Sum35680.1
Variance152.2086882
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[141.1 157.2 157.6 159.2 164.35 178.45 185.6 188.9 208.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
157.3 15 7.3%
 
188.8 11 5.4%
 
166.3 7 3.4%
 
171.7 7 3.4%
 
186.7 7 3.4%
 
165.3 6 2.9%
 
177.8 6 2.9%
 
176.2 6 2.9%
 
186.6 6 2.9%
 
176.8 5 2.4%
 
Other values (65) 129 62.9%
 
ValueCountFrequency (%) 
141.1 1 0.5%
 
144.6 2 1.0%
 
150 3 1.5%
 
155.9 3 1.5%
 
156.9 1 0.5%
 
ValueCountFrequency (%) 
208.1 1 0.5%
 
202.6 2 1.0%
 
199.6 2 1.0%
 
199.2 1 0.5%
 
198.9 4 2.0%
 

carwidth
Real number (ℝ≥0)

Distinct count44
Unique (%)21.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65.90780488
Minimum60.3
Maximum72.3
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum60.3
5-th percentile63.6
Q164.1
median65.5
Q366.9
95-th percentile70.46
Maximum72.3
Range12
Interquartile range (IQR)2.8

Descriptive statistics

Standard deviation2.145203853
Coefficient of variation (CV)0.03254855562
Kurtosis0.7027642441
Mean65.90780488
Median Absolute Deviation (MAD)1.678253421
Skewness0.9040034988
Sum13511.1
Variance4.60189957
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[60.3 63.5 64.05 65.3 65.65 66.45 66.55 68.6 72.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
63.8 24 11.7%
 
66.5 23 11.2%
 
65.4 15 7.3%
 
63.6 11 5.4%
 
64.4 10 4.9%
 
68.4 10 4.9%
 
64 9 4.4%
 
65.5 8 3.9%
 
65.2 7 3.4%
 
66.3 6 2.9%
 
Other values (34) 82 40.0%
 
ValueCountFrequency (%) 
60.3 1 0.5%
 
61.8 1 0.5%
 
62.5 1 0.5%
 
63.4 1 0.5%
 
63.6 11 5.4%
 
ValueCountFrequency (%) 
72.3 1 0.5%
 
72 1 0.5%
 
71.7 3 1.5%
 
71.4 3 1.5%
 
70.9 1 0.5%
 

citympg
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count29
Unique (%)14.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.2195122
Minimum13
Maximum49
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile16
Q119
median24
Q330
95-th percentile37
Maximum49
Range36
Interquartile range (IQR)11

Descriptive statistics

Standard deviation6.542141653
Coefficient of variation (CV)0.2594079379
Kurtosis0.5786483405
Mean25.2195122
Median Absolute Deviation (MAD)5.215466984
Skewness0.6637040288
Sum5170
Variance42.79961741
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[13. 18.5 19.5 22.5 27.5 30.5 31.5 49. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
31 28 13.7%
 
19 27 13.2%
 
24 22 10.7%
 
27 14 6.8%
 
17 13 6.3%
 
26 12 5.9%
 
23 12 5.9%
 
21 8 3.9%
 
30 8 3.9%
 
25 8 3.9%
 
Other values (19) 53 25.9%
 
ValueCountFrequency (%) 
13 1 0.5%
 
14 2 1.0%
 
15 3 1.5%
 
16 6 2.9%
 
17 13 6.3%
 
ValueCountFrequency (%) 
49 1 0.5%
 
47 1 0.5%
 
45 1 0.5%
 
38 7 3.4%
 
37 6 2.9%
 

Company
Categorical

Distinct count22
Unique (%)10.7%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
toyota
32
nissan
 
18
mazda
 
17
honda
 
13
mitsubishi
 
13
Other values (17)
112
ValueCountFrequency (%) 
toyota 32 15.6%
 
nissan 18 8.8%
 
mazda 17 8.3%
 
honda 13 6.3%
 
mitsubishi 13 6.3%
 
subaru 12 5.9%
 
volkswagen 12 5.9%
 
volvo 11 5.4%
 
peugeot 11 5.4%
 
dodge 9 4.4%
 
Other values (12) 57 27.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length11
Mean length6.219512195
Min length3
Scatter

compressionratio
Real number (ℝ≥0)

Distinct count32
Unique (%)15.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.14253659
Minimum7
Maximum23
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile7.5
Q18.6
median9
Q39.4
95-th percentile21.82
Maximum23
Range16
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation3.972040322
Coefficient of variation (CV)0.3916219861
Kurtosis5.233054348
Mean10.14253659
Median Absolute Deviation (MAD)2.327870553
Skewness2.610862458
Sum2079.22
Variance15.77710432
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 7. 8.35 8.9 9.05 9.15 ... 9.405 9.55 10.05 21.25 23. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9 46 22.4%
 
9.4 26 12.7%
 
8.5 14 6.8%
 
9.5 13 6.3%
 
9.3 11 5.4%
 
8.7 9 4.4%
 
9.2 8 3.9%
 
8 8 3.9%
 
7 7 3.4%
 
21 5 2.4%
 
Other values (22) 58 28.3%
 
ValueCountFrequency (%) 
7 7 3.4%
 
7.5 5 2.4%
 
7.6 4 2.0%
 
7.7 2 1.0%
 
7.8 1 0.5%
 
ValueCountFrequency (%) 
23 5 2.4%
 
22.7 1 0.5%
 
22.5 3 1.5%
 
22 1 0.5%
 
21.9 1 0.5%
 

curbweight
Real number (ℝ≥0)

Distinct count171
Unique (%)83.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2555.565854
Minimum1488
Maximum4066
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum1488
5-th percentile1901
Q12145
median2414
Q32935
95-th percentile3503
Maximum4066
Range2578
Interquartile range (IQR)790

Descriptive statistics

Standard deviation520.6802035
Coefficient of variation (CV)0.2037436064
Kurtosis-0.0428537661
Mean2555.565854
Median Absolute Deviation (MAD)428.2679833
Skewness0.6813981891
Sum523891
Variance271107.8743
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1488. 1855.5 2422.5 3268.5 4066. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2385 4 2.0%
 
1989 3 1.5%
 
1918 3 1.5%
 
2275 3 1.5%
 
3230 2 1.0%
 
2410 2 1.0%
 
3252 2 1.0%
 
2337 2 1.0%
 
2403 2 1.0%
 
2414 2 1.0%
 
Other values (161) 180 87.8%
 
ValueCountFrequency (%) 
1488 1 0.5%
 
1713 1 0.5%
 
1819 1 0.5%
 
1837 1 0.5%
 
1874 2 1.0%
 
ValueCountFrequency (%) 
4066 2 1.0%
 
3950 1 0.5%
 
3900 1 0.5%
 
3770 1 0.5%
 
3750 1 0.5%
 

cylindernumber
Real number (ℝ≥0)

Distinct count7
Unique (%)3.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.380487805
Minimum2
Maximum12
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum2
5-th percentile4
Q14
median4
Q34
95-th percentile6
Maximum12
Range10
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.080853764
Coefficient of variation (CV)0.2467427857
Kurtosis13.71486634
Mean4.380487805
Median Absolute Deviation (MAD)0.6965853659
Skewness2.817459025
Sum898
Variance1.168244859
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 2. 3.5 4.5 7. 12. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4 159 77.6%
 
6 24 11.7%
 
5 11 5.4%
 
8 5 2.4%
 
2 4 2.0%
 
12 1 0.5%
 
3 1 0.5%
 
ValueCountFrequency (%) 
2 4 2.0%
 
3 1 0.5%
 
4 159 77.6%
 
5 11 5.4%
 
6 24 11.7%
 
ValueCountFrequency (%) 
12 1 0.5%
 
8 5 2.4%
 
6 24 11.7%
 
5 11 5.4%
 
4 159 77.6%
 

doornumber
Categorical

Distinct count2
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
4
115
2
90
ValueCountFrequency (%) 
4 115 56.1%
 
2 90 43.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

drivewheel
Categorical

Distinct count3
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
fwd
120
rwd
76
4wd
 
9
ValueCountFrequency (%) 
fwd 120 58.5%
 
rwd 76 37.1%
 
4wd 9 4.4%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length3
Mean length3
Min length3
Scatter

enginelocation
Categorical

Distinct count2
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
front
202
rear
 
3
ValueCountFrequency (%) 
front 202 98.5%
 
rear 3 1.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length5
Mean length4.985365854
Min length4
Scatter

enginesize
Real number (ℝ≥0)

Distinct count44
Unique (%)21.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.9073171
Minimum61
Maximum326
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum61
5-th percentile90
Q197
median120
Q3141
95-th percentile201.2
Maximum326
Range265
Interquartile range (IQR)44

Descriptive statistics

Standard deviation41.64269344
Coefficient of variation (CV)0.3281346923
Kurtosis5.305682092
Mean126.9073171
Median Absolute Deviation (MAD)30.22391434
Skewness1.947655045
Sum26016
Variance1734.113917
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 61. 85. 100.5 105.5 110.5 119.5 126. 158.5 198.5 326. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
122 15 7.3%
 
92 15 7.3%
 
98 14 6.8%
 
97 14 6.8%
 
108 13 6.3%
 
90 12 5.9%
 
110 12 5.9%
 
109 8 3.9%
 
120 7 3.4%
 
141 7 3.4%
 
Other values (34) 88 42.9%
 
ValueCountFrequency (%) 
61 1 0.5%
 
70 3 1.5%
 
79 1 0.5%
 
80 1 0.5%
 
90 12 5.9%
 
ValueCountFrequency (%) 
326 1 0.5%
 
308 1 0.5%
 
304 1 0.5%
 
258 2 1.0%
 
234 2 1.0%
 

enginetype
Categorical

Distinct count7
Unique (%)3.4%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
ohc
148
ohcf
 
15
ohcv
 
13
l
 
12
dohc
 
12
Other values (2)
 
5
ValueCountFrequency (%) 
ohc 148 72.2%
 
ohcf 15 7.3%
 
ohcv 13 6.3%
 
l 12 5.9%
 
dohc 12 5.9%
 
rotor 4 2.0%
 
dohcv 1 0.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length5
Mean length3.126829268
Min length1
Scatter

fuelsystem
Categorical

HIGH CORRELATION
Distinct count8
Unique (%)3.9%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
mpfi
94
2bbl
66
idi
20
1bbl
 
11
spdi
 
9
Other values (3)
 
5
ValueCountFrequency (%) 
mpfi 94 45.9%
 
2bbl 66 32.2%
 
idi 20 9.8%
 
1bbl 11 5.4%
 
spdi 9 4.4%
 
4bbl 3 1.5%
 
mfi 1 0.5%
 
spfi 1 0.5%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length4
Mean length3.897560976
Min length3
Scatter

fueltype
Categorical

HIGH CORRELATION
Distinct count2
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.7 KiB
gas
185
diesel
 
20
ValueCountFrequency (%) 
gas 185 90.2%
 
diesel 20 9.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length6
Mean length3.292682927
Min length3
Scatter

highwaympg
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count30
Unique (%)14.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.75121951
Minimum16
Maximum54
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum16
5-th percentile22
Q125
median30
Q334
95-th percentile42.8
Maximum54
Range38
Interquartile range (IQR)9

Descriptive statistics

Standard deviation6.886443131
Coefficient of variation (CV)0.2239404889
Kurtosis0.4400703815
Mean30.75121951
Median Absolute Deviation (MAD)5.46712671
Skewness0.5399971879
Sum6304
Variance47.423099
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[16. 22.5 35. 36.5 38.5 54. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
25 19 9.3%
 
24 17 8.3%
 
38 17 8.3%
 
30 16 7.8%
 
32 16 7.8%
 
34 14 6.8%
 
37 13 6.3%
 
28 13 6.3%
 
29 10 4.9%
 
33 9 4.4%
 
Other values (20) 61 29.8%
 
ValueCountFrequency (%) 
16 2 1.0%
 
17 1 0.5%
 
18 2 1.0%
 
19 2 1.0%
 
20 2 1.0%
 
ValueCountFrequency (%) 
54 1 0.5%
 
53 1 0.5%
 
50 1 0.5%
 
47 2 1.0%
 
46 2 1.0%
 

horsepower
Real number (ℝ≥0)

Distinct count59
Unique (%)28.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean104.1170732
Minimum48
Maximum288
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum48
5-th percentile62
Q170
median95
Q3116
95-th percentile180.8
Maximum288
Range240
Interquartile range (IQR)46

Descriptive statistics

Standard deviation39.54416681
Coefficient of variation (CV)0.3798048255
Kurtosis2.68400616
Mean104.1170732
Median Absolute Deviation (MAD)30.31723974
Skewness1.405310154
Sum21344
Variance1563.741129
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 48. 66. 71. 118. 183. 288.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
68 19 9.3%
 
70 11 5.4%
 
69 10 4.9%
 
116 9 4.4%
 
110 8 3.9%
 
95 7 3.4%
 
88 6 2.9%
 
62 6 2.9%
 
160 6 2.9%
 
101 6 2.9%
 
Other values (49) 117 57.1%
 
ValueCountFrequency (%) 
48 1 0.5%
 
52 2 1.0%
 
55 1 0.5%
 
56 2 1.0%
 
58 1 0.5%
 
ValueCountFrequency (%) 
288 1 0.5%
 
262 1 0.5%
 
207 3 1.5%
 
200 1 0.5%
 
184 2 1.0%
 

peakrpm
Real number (ℝ≥0)

Distinct count23
Unique (%)11.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5125.121951
Minimum4150
Maximum6600
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum4150
5-th percentile4250
Q14800
median5200
Q35500
95-th percentile5980
Maximum6600
Range2450
Interquartile range (IQR)700

Descriptive statistics

Standard deviation476.9856431
Coefficient of variation (CV)0.09306815479
Kurtosis0.08675585561
Mean5125.121951
Median Absolute Deviation (MAD)382.3152885
Skewness0.07515872237
Sum1050650
Variance227515.3037
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[4150. 4775. 4850. 4950. 5050. 5150. 5225. 5450. 5550. 6600.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5500 37 18.0%
 
4800 36 17.6%
 
5000 27 13.2%
 
5200 23 11.2%
 
5400 13 6.3%
 
6000 9 4.4%
 
5250 7 3.4%
 
5800 7 3.4%
 
4500 7 3.4%
 
4150 5 2.4%
 
Other values (13) 34 16.6%
 
ValueCountFrequency (%) 
4150 5 2.4%
 
4200 5 2.4%
 
4250 3 1.5%
 
4350 4 2.0%
 
4400 3 1.5%
 
ValueCountFrequency (%) 
6600 2 1.0%
 
6000 9 4.4%
 
5900 3 1.5%
 
5800 7 3.4%
 
5750 1 0.5%
 

price
Real number (ℝ≥0)

Distinct count189
Unique (%)92.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13276.71057
Minimum5118
Maximum45400
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum5118
5-th percentile6197
Q17788
median10295
Q316503
95-th percentile32472.4
Maximum45400
Range40282
Interquartile range (IQR)8715

Descriptive statistics

Standard deviation7988.852332
Coefficient of variation (CV)0.6017192504
Kurtosis3.051647871
Mean13276.71057
Median Absolute Deviation (MAD)5898.504035
Skewness1.777678156
Sum2721725.667
Variance63821761.58
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5118. 9992. 18997.5 45400. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5572 2 1.0%
 
6692 2 1.0%
 
7957 2 1.0%
 
7898 2 1.0%
 
6229 2 1.0%
 
7609 2 1.0%
 
7295 2 1.0%
 
8916.5 2 1.0%
 
8495 2 1.0%
 
8845 2 1.0%
 
Other values (179) 185 90.2%
 
ValueCountFrequency (%) 
5118 1 0.5%
 
5151 1 0.5%
 
5195 1 0.5%
 
5348 1 0.5%
 
5389 1 0.5%
 
ValueCountFrequency (%) 
45400 1 0.5%
 
41315 1 0.5%
 
40960 1 0.5%
 
37028 1 0.5%
 
36880 1 0.5%
 

stroke
Real number (ℝ≥0)

Distinct count37
Unique (%)18.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.255414634
Minimum2.07
Maximum4.17
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum2.07
5-th percentile2.64
Q13.11
median3.29
Q33.41
95-th percentile3.64
Maximum4.17
Range2.1
Interquartile range (IQR)0.3

Descriptive statistics

Standard deviation0.3135970138
Coefficient of variation (CV)0.0963308976
Kurtosis2.174396435
Mean3.255414634
Median Absolute Deviation (MAD)0.2272623438
Skewness-0.6897045784
Sum667.36
Variance0.09834308704
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[2.07 2.5 2.965 3.395 3.405 3.61 4.17 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.4 20 9.8%
 
3.03 14 6.8%
 
3.15 14 6.8%
 
3.23 14 6.8%
 
3.39 13 6.3%
 
2.64 11 5.4%
 
3.35 9 4.4%
 
3.29 9 4.4%
 
3.46 8 3.9%
 
3.41 6 2.9%
 
Other values (27) 87 42.4%
 
ValueCountFrequency (%) 
2.07 1 0.5%
 
2.19 2 1.0%
 
2.36 1 0.5%
 
2.64 11 5.4%
 
2.68 2 1.0%
 
ValueCountFrequency (%) 
4.17 2 1.0%
 
3.9 3 1.5%
 
3.86 4 2.0%
 
3.64 5 2.4%
 
3.58 6 2.9%
 

symboling
Real number (ℝ)

ZEROS
Distinct count6
Unique (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8341463415
Minimum-2
Maximum3
Zeros67
Zeros (%)32.7%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum-2
5-th percentile-1
Q10
median1
Q32
95-th percentile3
Maximum3
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.245306828
Coefficient of variation (CV)1.492911695
Kurtosis-0.6762713562
Mean0.8341463415
Median Absolute Deviation (MAD)1.021867936
Skewness0.2110722721
Sum171
Variance1.550789096
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-2. -0.5 1.5 3. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 67 32.7%
 
1 54 26.3%
 
2 32 15.6%
 
3 27 13.2%
 
-1 22 10.7%
 
-2 3 1.5%
 
ValueCountFrequency (%) 
-2 3 1.5%
 
-1 22 10.7%
 
0 67 32.7%
 
1 54 26.3%
 
2 32 15.6%
 
ValueCountFrequency (%) 
3 27 13.2%
 
2 32 15.6%
 
1 54 26.3%
 
0 67 32.7%
 
-1 22 10.7%
 

wheelbase
Real number (ℝ≥0)

Distinct count53
Unique (%)25.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.75658537
Minimum86.6
Maximum120.9
Zeros0
Zeros (%)0.0%
Memory size1.7 KiB
Mini histogram

Quantile statistics

Minimum86.6
5-th percentile93.02
Q194.5
median97
Q3102.4
95-th percentile110
Maximum120.9
Range34.3
Interquartile range (IQR)7.9

Descriptive statistics

Standard deviation6.021775685
Coefficient of variation (CV)0.06097594062
Kurtosis1.017038946
Mean98.75658537
Median Absolute Deviation (MAD)4.662177275
Skewness1.050213776
Sum20245.1
Variance36.2617824
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 86.6 93.05 94. 94.4 94.8 95.5 96.55 99.15 109.55 120.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
94.5 21 10.2%
 
93.7 20 9.8%
 
95.7 13 6.3%
 
96.5 8 3.9%
 
98.4 7 3.4%
 
97.3 7 3.4%
 
96.3 6 2.9%
 
107.9 6 2.9%
 
98.8 6 2.9%
 
99.1 6 2.9%
 
Other values (43) 105 51.2%
 
ValueCountFrequency (%) 
86.6 2 1.0%
 
88.4 1 0.5%
 
88.6 2 1.0%
 
89.5 3 1.5%
 
91.3 2 1.0%
 
ValueCountFrequency (%) 
120.9 1 0.5%
 
115.6 2 1.0%
 
114.2 4 2.0%
 
113 2 1.0%
 
112 1 0.5%
 

Correlations

Missing values

Sample

First rows

aspirationboreratiocar_IDcarbodycarheightcarlengthcarwidthcitympgCompanycompressionratiocurbweightcylindernumberdoornumberdrivewheelenginelocationenginesizeenginetypefuelsystemfueltypehighwaympghorsepowerpeakrpmpricestrokesymbolingwheelbase
0std3.471convertible48.8168.864.121alfa-romero9.0254842rwdfront130dohcmpfigas27111500013495.0002.68388.6
1std3.472convertible48.8168.864.121alfa-romero9.0254842rwdfront130dohcmpfigas27111500016500.0002.68388.6
2std2.683hatchback52.4171.265.519alfa-romero9.0282362rwdfront152ohcvmpfigas26154500016500.0003.47194.5
3std3.194sedan54.3176.666.224audi10.0233744fwdfront109ohcmpfigas30102550013950.0003.40299.8
4std3.195sedan54.3176.666.418audi8.02824544wdfront136ohcmpfigas22115550017450.0003.40299.4
5std3.196sedan53.1177.366.319audi8.5250752fwdfront136ohcmpfigas25110550015250.0003.40299.8
6std3.197sedan55.7192.771.419audi8.5284454fwdfront136ohcmpfigas25110550017710.0003.401105.8
7std3.198wagon55.7192.771.419audi8.5295454fwdfront136ohcmpfigas25110550018920.0003.401105.8
8turbo3.139sedan55.9192.771.417audi8.3308654fwdfront131ohcmpfigas20140550023875.0003.401105.8
9turbo3.1310hatchback52.0178.267.916audi7.03053524wdfront131ohcmpfigas22160550017859.1673.40099.5

Last rows

aspirationboreratiocar_IDcarbodycarheightcarlengthcarwidthcitympgCompanycompressionratiocurbweightcylindernumberdoornumberdrivewheelenginelocationenginesizeenginetypefuelsystemfueltypehighwaympghorsepowerpeakrpmpricestrokesymbolingwheelbase
195std3.78196wagon57.5188.867.223volvo9.5303444rwdfront141ohcmpfigas28114540013415.03.15-1104.3
196std3.78197sedan56.2188.867.224volvo9.5293544rwdfront141ohcmpfigas28114540015985.03.15-2104.3
197std3.78198wagon57.5188.867.224volvo9.5304244rwdfront141ohcmpfigas28114540016515.03.15-1104.3
198turbo3.62199sedan56.2188.867.217volvo7.5304544rwdfront130ohcmpfigas22162510018420.03.15-2104.3
199turbo3.62200wagon57.5188.867.217volvo7.5315744rwdfront130ohcmpfigas22162510018950.03.15-1104.3
200std3.78201sedan55.5188.868.923volvo9.5295244rwdfront141ohcmpfigas28114540016845.03.15-1109.1
201turbo3.78202sedan55.5188.868.819volvo8.7304944rwdfront141ohcmpfigas25160530019045.03.15-1109.1
202std3.58203sedan55.5188.868.918volvo8.8301264rwdfront173ohcvmpfigas23134550021485.02.87-1109.1
203turbo3.01204sedan55.5188.868.926volvo23.0321764rwdfront145ohcididiesel27106480022470.03.40-1109.1
204turbo3.78205sedan55.5188.868.919volvo9.5306244rwdfront141ohcmpfigas25114540022625.03.15-1109.1